Helena C.
Open to offersNew to PlatformAbout
Helena A. is a motivated undergraduate student specializing in Information & Communication Technology at Marwadi University in Rajkot, boasting a CGPA of 8.7. She has garnered hands-on experience in building and evaluating machine learning models, with notable proficiency in areas such as prediction systems and data visualization. Her technical skills include programming in Python and C++, and she is adept at using libraries like Pandas, NumPy, and Scikit-learn for tasks involving regression, classification, and feature engineering. Helena is certified in Database Programming using SQL and is skilled in visualization tools such as Tableau. Noteworthy projects include developing an offline object detection system and a concrete strength prediction model. She is keen on exploring deep learning applications in audio signal processing and music classification.
Experience
Developer
Offline Object Detection SystemCreated a real-time object detection system designed to operate without internet connectivity. Trained machine learning models utilizing custom image datasets for object recognition. Integrated the system with embedded hardware for deployment in edge-based environments. Optimized model performance suitable for low-resource conditions.Developer
Concrete Strength Prediction using Machine LearningConstructed and evaluated various machine learning models, including GBRT and ANN, for predictive analysis of concrete strength. Conducted data cleaning, preprocessing, and feature engineering to enhance model efficacy. Utilized evaluation metrics such as RMSE, MAE, and R2 to assess model performance, identifying Gradient Boosting Regression Trees (GBRT) as the most effective model.Designer
Data Visualization Dashboard (Tableau)Created interactive dashboards using Tableau to analyze and effectively present data insights. Illustrated trends, patterns, and KPIs through visualization. Improved data storytelling with organized visual representation.
Skills & Expertise
Education
- B.Tech in Information & Communication TechnologyMarwadi University · 2023 — Present
Interested in this professional?
Sign in as an employer to save this profile or invite Helena C. to a job.
Sign in as an employer